The study identifies hypoxia-induced exosomal CEACAM5 as a key driver of pancreatic neuroendocrine tumor (pNET) metastasis by promoting tumor-associated macrophage (TAM) M2 polarization and enhancing MMP9 secretion. This evidence concerns the gene CEACAM5 and neoplasm.